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LangGraph Scientific Workflow Design
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Linked challenge: Graph-Based Scientific Reasoning Agent
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Linked challenge
Graph-Based Scientific Reasoning Agent
Prompt source
Original prompt text with formatting preserved for inspection.
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1 sections
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Design a LangGraph workflow that models the core steps of the scientific method: Observation, Hypothesis, Experimentation (simulated), Data Analysis, and Conclusion. Define the state machine, nodes (agents/functions), and edges, considering how information flows and decisions are made between stages. Emphasize the iterative nature of science.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.
Tune next
Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.
Verify after
Check whether the prompt asks for the right evidence, confidence signal, and escalation path.